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OOD Detection (iNaturalist OOD vs ImageNet-1k ID)

99.71AUROC

AdaNeg

20.815641.297861.7882.2622Oct 26, 2024Jan 19, 2025Apr 15, 2025Jul 10, 2025Oct 3, 2025Dec 28, 2025Mar 24, 2026
Updated 23d ago

Evaluation Results

MethodLinks
2024.10
99.710.59-
2024.10
99.631.16-
2024.10
99.491.91-
2024.10
98.736.32-
2026.03
97.21-12.79
2026.03
97.02-14.43
2024.10
96.8616.05-
2024.10
96.1916.58-
2024.10
95.8321.56-
2024.10
95.3326.12-
2024.10
95.2723.94-
2026.03
94.76-22.45
2024.10
94.6530.22-
2024.10
94.6228.99-
2024.10
94.5932.2-
2024.10
94.5229.17-
2026.03
93.56-27.25
2024.10
93.1632.19-
2026.03
92.08-33.31
2026.03
91.98-35.21
2026.03
91.43-29.14
2026.03
91.02-30.78
2026.03
90.69-39.1
2026.03
90.48-29.89
2026.03
90.3-37
2026.03
89.84-39.13
2024.10
87.4458.36-
2026.03
87.02-54.17
2024.10
86.0987.3-
2026.03
85.63-44.89
2024.10
85.0981.08-
2026.03
84.65-62.69
2026.03
82.38-55.98
2026.03
80.25-76.47
2026.03
79.76-57.87
2024.10
72.5681.5-
2026.03
60.16-77.4
2026.03
57.14-79.51
2024.10
55.8999.33-
2026.03
51.27-87.51
2026.03
30.72-90.89
2026.03
23.87-95.26
2026.03
23.85-97.13